Performance Metrics
Evaluating trading models requires more than looking at profit alone. This category covers essential performance metrics such as Sharpe Ratio, Calmar Ratio, and custom fitness measures used to assess risk, stability, and consistency.
Profit alone doesn't tell you whether a model is working. Profit Factor starts to.
Profit factor divides gross profit by gross loss. Learn what it measures, when it's reliable, and why darwintIQ tracks it across every evaluation window.
4/6/2026
Not all volatility is bad. The Sortino Ratio only penalises the kind that is
The Sortino Ratio measures return relative to downside risk only. Learn how it differs from the Sharpe Ratio and how darwintIQ uses it to evaluate trading model quality.
3/29/2026
Measuring Stability in Trading Models
Sharpe Ratio measures how stable a trading model's returns are relative to its volatility. Learn why it matters when evaluating quantitative strategies and how darwintIQ uses it to identify robust models.
3/15/2026
Measuring Return Against Maximum Drawdown
Calmar Ratio measures the relationship between return and maximum drawdown in trading strategies. Learn how this metric helps evaluate risk-adjusted performance and how darwintIQ uses it to identify robust trading models.
3/12/2026
Why Structural Stability Matters More Than Peak Returns
What does Fitness mean in algorithmic trading? Learn how darwintIQ evaluates the structural quality and robustness of trading models beyond simple profit.
3/11/2026
Measuring Adaptation Quality in Evolving Markets
Learn what fitness means in genetic-algorithm-based trading systems like darwintIQ. Understand how model adaptation, stability, and robustness are evaluated in evolving markets.
2/27/2026